mabor::nn::attention

Struct MhaInput

pub struct MhaInput<B>
where
    B: Backend,
{ /* private fields */ }
Expand description

Multihead attention forward pass input argument.

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impl<B> MhaInput<B>
where B: Backend,

pub fn self_attn(tensor: Tensor<B, 3>) -> MhaInput<B>

Create a multihead attention input argument by setting the query, key and value to the given tensor.

§Shape
  • tensor: [batch_size, seq_length, d_model]

pub fn new( query: Tensor<B, 3>, key: Tensor<B, 3>, value: Tensor<B, 3>, ) -> MhaInput<B>

Create a multihead attention input argument.

pub fn mask_pad(self, mask_pad: Tensor<B, 2, Bool>) -> MhaInput<B>

Register the padding mask.

pub fn mask_attn(self, mask_attn: Tensor<B, 3, Bool>) -> MhaInput<B>

Register the attention mask.

Trait Implementations§

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impl<B> Clone for MhaInput<B>
where B: Clone + Backend,
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fn clone(&self) -> MhaInput<B>
Returns a copy of the value. Read more
1.0.0 · Source§

fn clone_from(&mut self, source: &Self)
Performs copy-assignment from source. Read more
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impl<B> Debug for MhaInput<B>
where B: Debug + Backend,
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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>
Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
Performs copy-assignment from self to dest. Read more
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